| Literature DB >> 35568508 |
Charles M Oliver1, Samantha Warnakulasuriya2, Dermot McGuckin2, Georgina Singleton2, Peter Martin3, Cristel Santos4, James Bedford4, Duncan Wagstaff5, Arun Sahni4, David Gilhooly2, Jonathan Wilson6, Kylie Edwards5, Rachel Baumber7, Cecilia Vindrola-Padros5, Jenny Dorey8, Irene Leeman8, Hannah Boyd-Carson9, Ravi Vohra10, Pritam Singh11, Matthew Bedford12, Abigail Vallance13, Giuseppe Aresu14, Olga Tucker12, Michael Swart15, Monty G Mythen16, Suneetha R Moonesinghe17.
Abstract
BACKGROUND: Enhanced recovery pathways are associated with improved postoperative outcomes. However, as enhanced recovery pathways have become more complex and varied, compliance has reduced. The 'DrEaMing' bundle re-prioritises early postoperative delivery of drinking, eating, and mobilising. We investigated relationships between DrEaMing compliance, postoperative hospital length of stay (LOS), and complications in a prospective multicentre major surgical cohort.Entities:
Keywords: enhanced recovery; patient-centred outcomes; perioperative; quality improvement; quality metric; shared decision-making; surgical outcomes
Mesh:
Year: 2022 PMID: 35568508 PMCID: PMC9284668 DOI: 10.1016/j.bja.2022.03.021
Source DB: PubMed Journal: Br J Anaesth ISSN: 0007-0912 Impact factor: 11.719
Patient characteristics, and perioperative processes and metrics by cohort. Value ranges in parentheses denote inter-quartile ranges and single values percentages.
| Factor | Class | Main cohort ( | Colorectal surgery subgroup ( | Multispecialty subgroup ( |
|---|---|---|---|---|
| Age (yr) | 66 (56–73) | 68 (60–75) | 67 (58–73) | |
| Male | 12 326 (55.5) | 4067 (56.3) | 3499 (61.2) | |
| ASA physical status | 1 | 2354 (10.6) | 809 (11.2) | 531 (9.3) |
| 2 | 13 428 (60.4) | 4528 (62.6) | 3420 (59.9) | |
| 3 | 6190 (27.9) | 1820 (25.2) | 1709 (29.9) | |
| 4 or 5 | 243 (1.1) | 72 (1.0) | 53 (0.9) | |
| Body mass index (BMI), kg m−2 | 27.1 (24.0–30.8) | 27.1 (24.1–30.5) | 27.45 (24.39–31.18) | |
| Surgical specialty | Colorectal | 11 002 (49.5) | 7230 (100.0) | 1341 (23.5) |
| Hepatobiliary | 2015 (9.1) | – | 1264 (22.1) | |
| Orthopaedics | 1114 (5.0) | – | 427 (7.5) | |
| Thoracics | 1815 (8.2) | – | 758 (13.3) | |
| Urology | 2771 (12.5) | – | 1923 (33.7) | |
| Upper GI | 837 (3.8) | – | – | |
| Abdominal - other | 708 (3.2) | – | – | |
| Burns and plastics | 460 (2.1) | – | – | |
| Gynaecology | 294 (1.3) | – | – | |
| Head and neck | 543 (2.4) | – | – | |
| Spinal | 496 (2.2) | – | – | |
| Vascular | 163 (0.7) | – | – | |
| Malignancy | None | 6957 (31.3) | 1253 (17.3) | 1402 (24.5) |
| Primary only | 12 015 (54.1) | 5118 (70.8) | 3281 (57.4) | |
| Nodal metastases | 3246 (14.6) | 859 (11.9) | 1030 (18.0) | |
| ECG findings | Normal | 17 232 (77.6) | 5589 (77.3) | 4419 (77.3) |
| AF rate 60–90 beats min−1 | 829 (3.7) | 317 (4.4) | 205 (3.6) | |
| AF rate >90 beats min−1/other abnormality | 2598 (11.7) | 902 (12.5) | 731 (12.8) | |
| Not documented | 1559 (7.0) | 422 (5.8) | 4419 (77.3) | |
| Cardiac signs | No failure | 16 620 (74.8) | 5250 (72.6) | 4204 (73.6) |
| Antihypertensive, diuretic, digoxin | 5136 (23.1) | 1818 (25.1) | 1395 (24.4) | |
| Peripheral oedema | 462 (2.1) | 162 (2.2) | 114 (2.0) | |
| Heart failure (NYHA) class | I | 18 257 (82.2) | 5872 (81.2) | 4674 (81.8) |
| II | 3317 (14.9) | 1158 (16.0) | 903 (15.8) | |
| III or IV | 644 (2.9) | 200 (2.8) | 136 (2.4) | |
| Dyspnoea | None | 18 696 (84.1) | 6133 (84.8) | 4750 (83.1) |
| On exertion | 2789 (12.6) | 879 (12.2) | 781 (13.7) | |
| Limiting exertion/at rest | 733 (3.3) | 218 (3.0) | 182 (3.2) | |
| Respiratory infection in preceding month | 781 (3.5) | 247 (3.4) | 218 (3.8) | |
| Cerebrovascular disease | 887 (4.0) | 300 (4.1) | 240 (4.2) | |
| Dementia | 161 (0.7) | 48 (0.7) | 41 (0.7) | |
| Diabetes mellitus | Non-insulin dependent | 2194 (9.9) | 766 (10.6) | 608 (10.6) |
| Insulin-dependent | 758 (3.4) | 230 (3.2) | 219 (3.8) | |
| Liver disease | 233 (1.0) | 52 (0.7) | 87 (1.5) | |
| Smoking History | Never smoked | 10 509 (47.3) | 3688 (51.0) | 2511 (44.0) |
| Ex-smoker >6 months | 7299 (32.9) | 2387 (33.0) | 2013 (35.2) | |
| Ex-smoker <6 months | 1124 (5.1) | 272 (3.8) | 286 (5.0) | |
| Current smoker | 2367 (10.7) | 624 (8.6) | 641 (11.2) | |
| Not known | 919 (4.1) | 259 (3.6) | 262 (4.6) | |
| Urgency of surgery | Elective | 20 077 (90.4) | 6432 (89.0) | 5180 (90.7) |
| Expedited | 2141 (9.6) | 798 (11.0) | 533 (9.3) | |
| AXA operative severity | Complex/major | 14 156 (63.7) | 3200 (44.3) | 5312 (93.0) |
| X-major | 8062 (36.3) | 4030 (55.7) | 401 (7.0) | |
| Operations in preceding month, including index procedure | 1 | 21 322 (96.0) | 7018 (97.1) | 5441 (95.2) |
| 2 or more | 893 (4.0) | 211 (2.9) | 272 (4.8) | |
| Planned postoperative level of care | Ward | 10 641 (47.9) | 4007 (55.4) | 2502 (43.8) |
| Level 1 | 2749 (12.4) | 1056 (14.6) | 622 (10.9) | |
| Level 2 or enhanced care | 7913 (35.6) | 2060 (28.5) | 2354 (41.2) | |
| Level 3 | 915 (4.1) | 107 (1.5) | 235 (4.1) | |
| Serum sodium (mmol L−1) | 140 (138–141) | 140 (138–142) | 140 (138–141) | |
| Serum potassium (mmol L−1) | 4.4 (4.1–4.6) | 4.4 (4.1–4.6) | 4.4 (4.1–4.6) | |
| Serum creatinine (μmol L−1) | 75 (64–89) | 75 (65–88) | 77 (66–92) | |
| Serum white cell count (10 | 7.2 (5.9–8.8) | 7.2 (6–8.7) | 7.2 (5.9–8.7) | |
| Serum haemoglobin (g dl−1) | 13.3 (12.1–14.4) | 13.1 (11.7–14.3) | 13.5 (12.3–14.6) | |
| HR (beats min−1) | 76 (67–85) | 76 (67–85) | 76 (67–85) | |
| Systolic BP (mm Hg) | 135 (122–148) | 136 (123–148) | 136 (124–150) | |
| Peripheral oxygen saturation (%) | 98 (96–99) | 98 (96–99) | 97 (96–98) | |
| Operative approach | Laparoscopic | 9892 (44.5) | 5372 (74.3) | 1710 (30.0) |
| Open | 10 238 (46.1) | 1698 (23.5) | 2744 (48.0) | |
| Robotic | 1130 (5.1) | 158 (2.2) | 792 (13.9) | |
| Thoracoscopic | 958 (4.3) | 2 (0.03) | 467 (8.2) | |
| Intraoperative blood loss∗ | <100 ml | 7041 (31.7) | 2768 (38.3) | 1612 (28.2) |
| 100–1000 | 7157 (32.2) | 2274 (31.5) | 1931 (33.8) | |
| >1000 | 2334 (10.5) | 312 (4.3) | 789 (13.8) | |
| Recorded missing | 5686 (25.6) | 1876 (25.9) | 1381 (24.2) | |
| Duration of surgery | <2 h | 1587 (7.1) | 259 (3.6) | 290 (5.1) |
| 2–3 h | 5537 (24.9) | 1934 (26.7) | 1337 (23.4) | |
| >3 h | 15 094 (67.9) | 5037 (69.7) | 4086 (71.5) | |
| ER protocol used | 14 051 (63.2) | 5843 (80.8) | 3325 (58.2) | |
| Preoperative bowel prep | 6634 (29.9) | 4312 (59.6) | 998 (17.5) | |
| Preoperative carbohydrate loading | Yes | 10 765 (48.5) | 5216 (72.1) | 2417 (42.3) |
| Unknown | 3221 (14.5) | 796 (11.0) | 856 (15.0) | |
| Epidural catheter sited | 4476 (20.1) | 1233 (17.1) | 1319 (23.1) | |
| Intrathecal anaesthesia | 7595 (34.2) | 3724 (51.5) | 1673 (29.3) | |
| Regional block used | 3078 (13.9) | 878 (12.1) | 980 (17.2) | |
| Intraoperative depth of anaesthesia monitoring | 5997 (27.0) | 1840 (25.4) | 1498 (26.2) | |
| Intraoperative peripheral nerve stimulator use | 7094 (31.9) | 2793 (38.6) | 1702 (29.8) | |
| Intraoperative temperature probe | 16 167 (72.8) | 5399 (74.7) | 4184 (73.2) | |
| Severity of postoperative pain (in recovery) | None | 9206 (41.4) | 3190 (44.1) | 2369 (41.5) |
| Mild | 4894 (22.0) | 1579 (21.8) | 1265 (22.1) | |
| Moderate | 4350 (19.6) | 1416 (19.6) | 1138 (19.9) | |
| Severe | 2309 (10.4) | 657 (9.1) | 581 (10.2) | |
| Unable to assess | 1459 (6.6) | 388 (5.4) | 360 (6.3) | |
| Core temperature >36°C immediately postoperatively | 19 716 (88.7) | 6399 (88.5) | 5043 (88.3) | |
| Abdominal drain(s) sited | 9257 (41.7) | 2828 (39.1) | 2869 (50.2) | |
| Nasogastric tube postoperatively | 3252 (14.6) | 622 (8.6) | 938 (16.4) | |
| Drinking, eating, mobilising, and i.v. fluid cessation within 24 h of surgery | ||||
| DrEaM | 13 112 (59.0) | 4341 (60.0) | 3421 (59.9) | |
| DrEaM+ | 10 348 (46.6) | 3367 (46.6) | 2650 (46.4) | |
| Drank | 19 487 (87.7) | 6573 (90.9) | 5069 (88.7) | |
| Ate | 15 302 (68.9) | 4888 (67.6) | 4010 (70.2) | |
| Mobilised out of bed | 17 207 (77.4) | 5925 (82.0) | 4349 (76.1) | |
| ntravenous fluids discontinued | 13 411 (60.4) | 4422 (61.2) | 3342 (58.5) | |
ASA, American Society of Anesthesiologists; AXA, AXA health classification; DrEaM, drinking, eating, and mobilising; GI, gastrointestinal; NYHA, New York Heart Association.
POSSUM (physiological and operative severity score for the enumeration of mortality) classification.
Independent predictors of DrEaMing (drinking, eating, and mobilising) 24 h after surgery in the exploratory cohort, identified using single level and multilevel multivariable logistic regression models. Median OR for multilevel model 0.79 (95% CI 0.68–0.90).
| Single level model | P | Multilevel model | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | |||
| Case mix descriptors | ||||||
| Age (yr) | 1.00 | 1.00–1.01 | 0.10 | 1.00 | 1.00–1.00 | 0.57 |
| Sex | ||||||
| Male | 1.06 | 0.99–1.14 | 0.08 | 1.08 | 1.01–1.17 | 0.03 |
| Female | Ref | Ref | ||||
| ASA physical status | ||||||
| 1 or 2 | Ref | Ref | ||||
| 3 | 0.89 | 0.83–0.97 | 0.01 | 0.88 | 0.81–0.96 | 0.00 |
| 4 or 5 | 0.82 | 0.60–1.11 | 0.19 | 0.86 | 0.62–1.18 | 0.35 |
| Body mass index (BMI), kg m−2 | 1.00 | 1.00–1.00 | 0.19 | 1.00 | 1.00–1.00 | 0.37 |
| Serum sodium (mmol L−1) | 1.01 | 0.99–1.02 | 0.34 | 1.01 | 1.00–1.02 | 0.22 |
| Serum potassium (mmol L−1) | 1.00 | 1.00–1.00 | 0.04 | 1.00 | 1.00–1.00 | 0.46 |
| Serum creatinine (μmol L−1) | 1.10 | 0.91–1.33 | 0.32 | 1.15 | 0.94–1.40 | 0.17 |
| Serum white cell count (10 | 1.00 | 0.99–1.01 | 0.69 | 1.00 | 0.99–1.01 | 0.85 |
| Serum haemoglobin (g dl−1) | 1.03 | 1.01–1.05 | 0.00 | 1.03 | 1.01–1.05 | 0.01 |
| Heart rate (beats min−1) | 1.00 | 1.00–1.00 | 0.11 | 1.00 | 1.00–1.00 | 0.10 |
| Systolic pressure (mm Hg) | 1.00 | 1.00–1.00 | 0.00 | 1.00 | 1.00–1.01 | 0.00 |
| Peripheral O2 saturation (%) | 0.98 | 0.96–1.00 | 0.05 | 0.99 | 0.96–1.01 | 0.25 |
| Malignancy | ||||||
| None | Ref | Ref | ||||
| Primary only | 0.98 | 0.91–1.07 | 0.67 | 1.06 | 0.97–1.16 | 0.17 |
| Metastatic | 1.11 | 1.00–1.24 | 0.06 | 1.21 | 1.07–1.36 | 0.00 |
| Operative urgency | ||||||
| Elective | Ref | |||||
| Expedited | 1.03 | 0.93–1.15 | 0.58 | 1.06 | 0.93–1.20 | 0.40 |
| ECG abnormalities | ||||||
| None | Ref | |||||
| AF 60–90 | 0.98 | 0.83–1.16 | 0.83 | 1.00 | 0.84–1.20 | 1.00 |
| AF >90/other | 0.96 | 0.87–1.06 | 0.45 | 1.03 | 0.93–1.15 | 0.58 |
| Not done | 0.98 | 0.87–1.11 | 0.80 | 1.01 | 0.89–1.16 | 0.83 |
| Cardiac signs | ||||||
| No failure | Ref | |||||
| Antihypertensive, diuretic, digoxin | 1.01 | 0.93–1.09 | 0.82 | 1.02 | 0.94–1.11 | 0.65 |
| Peripheral oedema | 1.03 | 0.83–1.29 | 0.78 | 1.04 | 0.82–1.31 | 0.77 |
| Dyspnoea (respiratory signs) | ||||||
| None | Ref | Ref | ||||
| On exertion | 0.83 | 0.75–0.92 | 0.00 | 0.86 | 0.77–0.96 | 0.01 |
| Limiting exertion | 0.91 | 0.75–1.11 | 0.35 | 0.90 | 0.73–1.10 | 0.31 |
| NYHA | ||||||
| I | Ref | Ref | ||||
| II | 0.95 | 0.86–1.04 | 0.28 | 0.88 | 0.79–0.98 | 0.02 |
| III or IV | 0.76 | 0.62–0.93 | 0.01 | 0.77 | 0.62–0.96 | 0.02 |
| Pneumonia in preceding month | ||||||
| No | Ref | Ref | ||||
| Yes | 0.93 | 0.78–1.09 | 0.37 | 0.91 | 0.76–1.09 | 0.30 |
| Cerebrovascular disease | ||||||
| No | Ref | Ref | ||||
| Yes | 1.05 | 0.90–1.22 | 0.57 | 1.03 | 0.87–1.21 | 0.74 |
| Dementia | ||||||
| No | Ref | Ref | ||||
| Yes | 0.81 | 0.56–1.17 | 0.26 | 0.85 | 0.58–1.24 | 0.39 |
| Diabetes mellitus | ||||||
| None | Ref | Ref | ||||
| Yes | 1.03 | 0.94–1.14 | 0.49 | 0.98 | 0.88–1.08 | 0.65 |
| Liver disease | ||||||
| No | Ref | Ref | ||||
| Yes | 1.41 | 1.04–1.90 | 0.03 | 1.53 | 1.11–2.10 | 0.01 |
| Smoking history | ||||||
| Never | Ref | Ref | ||||
| Quit >6 months previous | 0.93 | 0.87–1.00 | 0.05 | 0.95 | 0.88–1.02 | 0.18 |
| Current or quit <6 months previous | 0.96 | 0.87–1.05 | 0.39 | 0.97 | 0.88–1.07 | 0.56 |
| Unknown | 1.01 | 0.86–1.18 | 0.94 | 0.99 | 0.84–1.18 | 0.92 |
| Temporal factors | ||||||
| Day surgery was performed | ||||||
| Sunday | 0.84 | 0.42–1.69 | 0.62 | 0.73 | 0.36–1.47 | 0.37 |
| Monday | 0.91 | 0.83–1.00 | 0.05 | 0.92 | 0.83–1.01 | 0.08 |
| Tuesday | Ref | Ref | ||||
| Wednesday | 1.00 | 0.91–1.09 | 0.98 | 1.00 | 0.91–1.10 | 0.96 |
| Thursday | 0.90 | 0.82–0.99 | 0.02 | 0.93 | 0.84–1.03 | 0.14 |
| Friday | 0.86 | 0.77–0.95 | 0.01 | 0.89 | 0.79–1.00 | 0.05 |
| Saturday | 0.72 | 0.42–1.23 | 0.23 | 0.67 | 0.38–1.17 | 0.16 |
| Year index procedure was performed | ||||||
| 2016 | 1.14 | 0.17–7.57 | 0.89 | 1.16 | 0.16–8.46 | 0.88 |
| 2017 | 0.71 | 0.61–0.82 | 0.00 | 0.76 | 0.64–0.89 | 0.00 |
| 2018 | 0.82 | 0.71–0.94 | 0.01 | 0.88 | 0.75–1.02 | 0.10 |
| 2019 | 0.89 | 0.78–1.03 | 0.12 | 0.92 | 0.79–1.07 | 0.29 |
| 2020 | Ref | Ref | ||||
| Perioperative processes and metrics | ||||||
| Surgical specialty | ||||||
| Colorectal | Ref | Ref | ||||
| Abdominal (other) | 1.35 | 1.12–1.62 | 0.00 | 1.24 | 1.02–1.51 | 0.03 |
| Burns and plastics | 5.70 | 4.29–7.58 | 0.00 | 3.41 | 2.44–4.77 | 0.00 |
| Gynaecology | 2.96 | 2.11–4.14 | 0.00 | 2.76 | 1.92–3.97 | 0.00 |
| Head and neck | 1.00 | 0.79–1.26 | 1.00 | 0.59 | 0.45–0.77 | 0.00 |
| Hepatobiliary | 2.22 | 1.93–2.55 | 0.00 | 2.09 | 1.75–2.51 | 0.00 |
| Orthopaedics | 1.27 | 1.06–1.52 | 0.01 | 1.83 | 1.44–2.33 | 0.00 |
| Spinal | 1.90 | 1.51–2.40 | 0.00 | 2.77 | 2.02–3.80 | 0.00 |
| Thoracics | 5.10 | 4.08–6.37 | 0.00 | 6.18 | 4.80–7.95 | 0.00 |
| Upper GI | 0.56 | 0.46–0.68 | 0.00 | 0.52 | 0.42–0.65 | 0.00 |
| Urology | 2.25 | 1.99–2.53 | 0.00 | 2.23 | 1.96–2.55 | 0.00 |
| Vascular | 2.14 | 1.47–3.11 | 0.00 | 1.54 | 1.04–2.29 | 0.03 |
| Operative approach | ||||||
| Open | Ref. | Ref | ||||
| Laparoscopic | 1.44 | 1.34–1.56 | 0.00 | 1.45 | 1.34–1.58 | 0.00 |
| Robotic | 1.02 | 0.87–1.20 | 0.78 | 1.18 | 0.99–1.41 | 0.07 |
| Number of preceding operations during index admission | ||||||
| None | Ref. | Ref | ||||
| ≥1 | 0.80 | 0.68–0.94 | 0.01 | 0.87 | 0.73–1.03 | 0.10 |
| AXA operative severity code | ||||||
| Complex/major | Ref. | Ref | ||||
| X-major | 0.95 | 0.88–1.02 | 0.17 | 0.98 | 0.91–1.06 | 0.60 |
| Enhanced recovery protocol used | ||||||
| No | Ref. | Ref | ||||
| Yes | 1.31 | 1.22–1.41 | 0.00 | 1.18 | 1.09–1.29 | 0.00 |
| Preoperative bowel preparation administered | ||||||
| No | Ref. | Ref | ||||
| Yes | 0.96 | 0.89–1.04 | 0.31 | 0.92 | 0.85–1.01 | 0.08 |
| Preoperative carbohydrate loading | ||||||
| No | Ref. | Ref | ||||
| Yes | 1.15 | 1.06–1.25 | 0.00 | 0.92 | 0.84–1.01 | 0.09 |
| Unknown | 0.99 | 0.89–1.09 | 0.78 | 0.86 | 0.77–0.96 | 0.01 |
| Perioperative epidural analgesia | ||||||
| No | Ref. | Ref | ||||
| Yes | 0.82 | 0.75–0.89 | 0.00 | 0.67 | 0.61–0.75 | 0.00 |
| Intrathecal anaesthesia/analgesia | ||||||
| No | Ref. | Ref | ||||
| Yes | 1.08 | 1.00–1.16 | 0.04 | 1.06 | 0.97–1.15 | 0.22 |
| Regional anaesthesia/analgesia | ||||||
| No | Ref. | Ref | ||||
| Yes | 1.00 | 0.91–1.11 | 0.97 | 0.94 | 0.84–1.04 | 0.24 |
| Intraoperative depth of anaesthesia monitoring | ||||||
| No | Ref. | Ref | ||||
| Yes | 0.92 | 0.85–0.99 | 0.02 | 1.02 | 0.94–1.12 | 0.60 |
| Intraoperative neuromuscular monitoring | ||||||
| No | Ref. | Ref | ||||
| Yes | 1.03 | 0.96–1.10 | 0.48 | 1.06 | 0.98–1.15 | 0.13 |
| Intraoperative temperature probe used | ||||||
| No | Ref. | Ref | ||||
| Yes | 1.08 | 0.98–1.19 | 0.11 | 1.03 | 0.93–1.15 | 0.55 |
| Duration (h) | ||||||
| <2 | Ref. | Ref | ||||
| 2-3 | 0.72 | 0.62–0.84 | 0.00 | 0.73 | 0.62–0.85 | 0.00 |
| >3 | 0.51 | 0.44–0.60 | 0.00 | 0.52 | 0.44–0.61 | 0.00 |
| Blood loss (ml) | ||||||
| <500 | Ref. | Ref | ||||
| 500–1000 | 0.77 | 0.71–0.83 | 0.00 | 0.77 | 0.71–0.85 | 0.00 |
| >1000 | 0.54 | 0.48–0.61 | 0.00 | 0.56 | 0.49–0.63 | 0.00 |
| Missing data | 0.80 | 0.73–0.87 | 0.00 | 0.77 | 0.70–0.85 | 0.00 |
| Postoperative level of care | ||||||
| Ward | Ref. | Ref | ||||
| 1 | 0.66 | 0.60–0.73 | 0.00 | 0.70 | 0.62–0.79 | 0.00 |
| 1.5 or 2 | 0.50 | 0.47–0.54 | 0.00 | 0.48 | 0.44–0.53 | 0.00 |
| 3 | 0.31 | 0.26–0.37 | 0.00 | 0.26 | 0.21–0.31 | 0.00 |
| Severity of immediate postoperative pain | ||||||
| None | Ref. | Ref | ||||
| Mild | 0.95 | 0.88–1.03 | 0.23 | 0.95 | 0.87–1.03 | 0.22 |
| Moderate | 0.89 | 0.82–0.97 | 0.01 | 0.90 | 0.82–0.99 | 0.03 |
| Severe | 0.69 | 0.62–0.77 | 0.00 | 0.72 | 0.64–0.80 | 0.00 |
| Unable to assess | 0.60 | 0.52–0.69 | 0.00 | 0.70 | 0.60–0.81 | 0.00 |
| Core temperature >36°C in recovery room | ||||||
| No | Ref. | Ref | ||||
| Yes | 0.90 | 0.84–0.97 | 0.01 | 0.97 | 0.89–1.05 | 0.44 |
| Intra-abdominal drain in place postoperatively | ||||||
| No | Ref. | Ref | ||||
| Yes | 0.66 | 0.62–0.71 | 0.00 | 0.70 | 0.64–0.75 | 0.00 |
| Nasogastric tube in place postoperatively | ||||||
| No | Ref. | Ref | ||||
| Yes | 0.33 | 0.29–0.36 | 0.00 | 0.32 | 0.29–0.36 | 0.00 |
ASA, American Society of Anesthesiologists; AXA, AXA health classification; CI, confidence interval; GI, gastrointestinal; NYHA, New York Heart Association; OR, odds ratio.
Quadratic transformation.
POSSUM (physiological and operative severity score for the enumeration of mortality) classification.
Predictors of prolonged postoperative length of stay after colorectal surgery: multilevel analysis testing DrEaMing (drinking, eating, and mobilising) as the variable of interest (median odds ratio 0.56 [0.45–0.71] P<0.001). AF, atrial fibrillation; CI, confidence interval.
| Variable | Odds ratio | 95% CI | |
|---|---|---|---|
| Variable of interest | |||
| DrEaMing status at 24 h | |||
| Delivered | 0.51 | 0.43–0.59 | 0.00 |
| Not delivered | Ref | ||
| Case-mix variables | |||
| Preoperative physiological and biochemical variables | |||
| Age (yr) | 1.02 | 1.01–1.03 | 0.00 |
| Body mass index (BMI), kg m−2 | 1.01 | 1.00–1.01 | 0.05 |
| Serum [sodium] | 0.99 | 0.97–1.02 | 0.52 |
| Serum [potassium] | 0.96 | 0.80–1.14 | 0.71 |
| Serum [creatinine] | 0.64 | 0.40–1.02 | 0.06 |
| Serum white cell count | 1.03 | 0.99–1.06 | 0.10 |
| Serum [haemoglobin] | 0.99 | 0.95–1.04 | 0.69 |
| HR | 1.00 | 1.00–1.01 | 0.15 |
| Systolic BP | 1.00 | 1.00–1.00 | 0.97 |
| Oxygen saturations | 0.96 | 0.92–1.01 | 0.14 |
| Sex | |||
| Male | 1.38 | 1.17–1.63 | 0.00 |
| Female | Ref | ||
| ASA physical status | |||
| 1 | Ref | ||
| 2 | 0.81 | 0.62–1.04 | 0.10 |
| 3 | 1.10 | 0.82–1.49 | 0.52 |
| 4 or 5 | 1.56 | 0.79–3.07 | 0.20 |
| Malignancy | |||
| No solid tumour | Ref | ||
| Local disease | 0.99 | 0.80–1.22 | 0.92 |
| Nodal or metastatic spread | 1.03 | 0.78–1.36 | 0.82 |
| Preoperative ECG | |||
| No abnormality | Ref | ||
| AF: rate 60–90 beats min−1 | 1.00 | 0.72–1.40 | 0.99 |
| AF >90/other abnormality | 0.90 | 0.72–1.11 | 0.32 |
| ECG was not performed | 1.13 | 0.83–1.54 | 0.44 |
| Cardiac findings | |||
| No failure | Ref | ||
| Diuretic/antihypertensive | 1.09 | 0.91–1.30 | 0.33 |
| Peripheral oedema/cardiomegaly | 1.14 | 0.72–1.80 | 0.58 |
| Dyspnoea | |||
| None | |||
| On exertion | 0.95 | 0.76–1.19 | 0.65 |
| Limiting exertion/at rest | 0.92 | 0.61–1.39 | 0.70 |
| NYHA class | |||
| I | Ref | ||
| II | 1.11 | 0.89–1.37 | 0.35 |
| III or IV | 0.98 | 0.63–1.52 | 0.93 |
| Cerebrovascular disease | |||
| History | 1.32 | 0.95–1.82 | 0.09 |
| No history | Ref | ||
| Dementia | |||
| History | 1.66 | 0.76–3.60 | 0.20 |
| No history | Ref | ||
| Diabetes mellitus | |||
| None | Ref | ||
| Non-insulin-dependent | 1.11 | 0.89–1.39 | 0.34 |
| Insulin-dependent | 0.92 | 0.62–1.35 | 0.66 |
| Liver disease | |||
| History | 1.89 | 0.93–3.83 | 0.08 |
| No history | Ref | ||
| Smoking history | |||
| Never smoked | Ref | ||
| Unknown | 1.18 | 0.80–1.76 | 0.40 |
| Quit >6 months ago | 1.08 | 0.92–1.26 | 0.37 |
| Quit <6 months ago | 1.18 | 0.81–1.72 | 0.39 |
| Current smoker | 1.21 | 0.93–1.58 | 0.16 |
| Operative urgency | |||
| Elective | Ref | ||
| Expedited | 0.89 | 0.69–1.14 | 0.35 |
| Major postoperative complication(s) | |||
| ≥1 | 12.59 | 10.78–14.69 | 0.00 |
| None | Ref | ||
| Perioperative processes and metrics | |||
| Operation | |||
| Anterior resection | Ref | ||
| Right hemicolectomy | 1.09 | 0.90–1.33 | 0.36 |
| Sigmoid colectomy | 0.89 | 0.68–1.16 | 0.38 |
| Left hemicolectomy | 1.28 | 0.92–1.79 | 0.15 |
| Number of preceding operations during this admission | |||
| None | Ref | ||
| ≥1 | 1.23 | 0.82–1.84 | 0.33 |
| Mode of surgery | |||
| Open | Ref | ||
| Laparoscopic/robotic | 0.59 | 0.50–0.69 | 0.00 |
| Enhanced recovery protocol | |||
| Used | 1.04 | 0.84–1.28 | 0.73 |
| Not used | Ref | ||
| Preoperative bowel preparation administered | |||
| Yes | 0.95 | 0.80–1.13 | 0.55 |
| None | Ref | ||
| Preoperative carbohydrate administered | |||
| Yes | 0.98 | 0.79–1.21 | 0.84 |
| Unknown | 1.23 | 0.92–1.63 | 0.16 |
| None | Ref | ||
| Perioperative epidural analgesia | |||
| Yes | 1.45 | 1.16–1.82 | 0.00 |
| None | Ref | ||
| Intrathecal analgesia | |||
| Yes | 0.96 | 0.81–1.14 | 0.64 |
| None | Ref | ||
| Regional anaesthesia/analgesia | |||
| Yes | 0.94 | 0.74–1.18 | 0.60 |
| None | Ref | ||
| Intraoperative depth of anaesthesia monitoring | |||
| Used | 0.93 | 0.77–1.12 | 0.46 |
| Not used | Ref | ||
| Intraoperative neuromuscular monitoring | |||
| Used | 0.93 | 0.79–1.09 | 0.35 |
| Not used | Ref | ||
| Intraoperative temperature probe use | |||
| Used | 0.93 | 0.77–1.11 | 0.40 |
| Not used | Ref | ||
| Duration of surgery | |||
| <2 hours | Ref | ||
| 2–3 hours | 0.78 | 0.51–1.18 | 0.24 |
| >3 hours | 0.98 | 0.65–1.49 | 0.94 |
| Postoperative level of care | |||
| 0 | Ref | ||
| 1 | 1.09 | 0.84–1.42 | 0.50 |
| 1.5 or 2 | 1.24 | 1.02–1.50 | 0.03 |
| 3 | 1.55 | 0.99–2.43 | 0.06 |
| Severity of postoperative pain in recovery | |||
| None | Ref | ||
| Mild | 1.15 | 0.95–1.39 | 0.14 |
| Moderate | 1.05 | 0.86–1.28 | 0.66 |
| Severe | 1.36 | 1.05–1.77 | 0.02 |
| Unable to assess | 1.03 | 0.74–1.44 | 0.84 |
| Core temperature >36°C in recovery room | |||
| Yes | 1.19 | 0.94–1.50 | 0.16 |
| No | Ref | ||
| Intra-abdominal drain in place postoperatively | |||
| Yes | 1.43 | 1.21–1.70 | 0.00 |
| None | Ref | ||
| Nasogastric tube in place postoperatively | |||
| Yes | 1.63 | 1.27–2.09 | 0.00 |
| None | Ref | ||
| Day of the week surgery was performed | |||
| Monday | 1.05 | 0.84–1.31 | 0.66 |
| Tuesday | Ref | ||
| Wednesday | 1.01 | 0.82–1.25 | 0.91 |
| Thursday | 1.03 | 0.83–1.27 | 0.82 |
| Friday | 0.86 | 0.67–1.11 | 0.26 |
| Saturday | 1.12 | 0.24–5.33 | 0.89 |
| Sunday | 1.24 | 0.14–11.35 | 0.85 |
POSSUM (physiological and operative severity score for the enumeration of mortality) or combined POSSUM categories.
Independent predictors of prolonged postoperative length of stay—multilevel analysis in the colorectal cohort testing DrEaMing+ (DrEaMing plus the cessation of i.v. fluid administration) component variables (median odds ratio 0.45 [0.35–0.56]). Covariates were modelled to adjust for confounding, but their estimates are not reported here. CI, confidence interval; DrEaMing, drinking, eating, and mobilising.
| Processes delivered 24 h after surgery | Odds ratio | 95% CI | |
|---|---|---|---|
| Drinking | 0.66 | 0.52–0.84 | <0.001 |
| Not drinking | Ref. | ||
| Eaten | 0.72 | 0.54–0.97 | 0.03 |
| Not eaten | Ref. | ||
| Mobilised | 0.66 | 0.53–0.83 | <0.001 |
| Not mobilised | Ref. | ||
| I.V. fluids discontinued | 0.77 | 0.66–0.91 | <0.001 |
| I.V. fluids not discontinued | Ref. | ||
Fig 1Quintile analysis, in which hospitals were stratified on the distribution of the proportion of patients DrEaMing (drinking, eating, and mobilising) per hospital (q20: 33%, q40: 45%, q60: 67%, q80: 81%). (a) Incidence of major postoperative morbidity (Clavien-Dindo ≥Grade II), range 21–24% at Q5 and Q3 hospitals, respectively (P=0.21). (b) Postoperative median length of stay, 7 (5–9) days at Q1 hospitals and 5 (4–8) days at Q5 hospitals (P<0.001, Kruskall–Wallis).